Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-02-16 0.214645 0.238690 0.265324 0.297198 0.334554 0.377253 0.430196
2025-02-23 0.174949 0.207003 0.245754 0.296846 0.363667 0.449911 0.572816
2025-03-02 0.145386 0.179040 0.222138 0.282869 0.368825 0.490502 0.684647
2025-03-09 0.128661 0.163502 0.210219 0.279756 0.385052 0.546913 0.834249
2025-03-16 0.116940 0.152486 0.202005 0.279240 0.403347 0.609069 1.013846
2025-03-23 0.108236 0.144301 0.196243 0.280695 0.423983 0.679117 1.235472
2025-03-30 0.097344 0.131714 0.182334 0.267017 0.416274 0.696131 1.355669
2025-04-06 0.088800 0.121734 0.171211 0.256134 0.411138 0.716230 1.491861
2025-04-13 0.081982 0.113730 0.162302 0.247680 0.408732 0.740925 1.652052
2025-04-20 0.078878 0.111104 0.161578 0.253105 0.433499 0.830229 2.043360
2025-04-27 0.076903 0.110028 0.163184 0.262778 0.468546 0.954440 2.642873
2025-05-04 0.074890 0.108691 0.164163 0.271333 0.502991 1.090032 3.425582
2025-05-11 0.072903 0.107327 0.165107 0.280284 0.541264 1.255016 4.577550
2025-05-18 0.069578 0.103512 0.161424 0.279604 0.557221 1.363648 5.652663
2025-05-25 0.064810 0.096953 0.152291 0.266641 0.540548 1.363169 6.091179
2025-06-01 0.061854 0.093304 0.148177 0.263753 0.549065 1.452203 7.355615
2025-06-08 0.059469 0.090485 0.145356 0.263272 0.563876 1.571864 9.233323
2025-06-15 0.057510 0.088276 0.143484 0.264614 0.584015 1.723862 12.058688
2025-06-22 0.054026 0.083183 0.135766 0.251987 0.562163 1.694517 12.686344
2025-06-29 0.051082 0.078923 0.129411 0.241928 0.546351 1.687006 13.693862
2025-07-06 0.048593 0.075365 0.124219 0.234106 0.536030 1.701484 15.213766
2025-07-13 0.047702 0.074640 0.124509 0.239126 0.565715 1.920434 22.164813
2025-07-20 0.047260 0.074699 0.126347 0.248071 0.610216 2.251839 37.463370